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Record W3126579920 · doi:10.1002/jum.15650

On Recommending Specific Lung Ultrasound Protocols in the Assessment of Medical Inpatients with Known or Suspected Coronavirus Disease‐19 Reply

2021· letter· en· W3126579920 on OpenAlexaffabout
Irene Ma, Vicki E. Noble, G. E. Mints, Tanping Wong, Ana Claudia Tonelli, Arif Hussain, Rachel Liu, Christopher A. Hergott, Elaine Dumoulin, Alex Chee, Daniel J. Miller, Brandie Walker, Brian Buchanan, Michael Wagner, Shane Arishenkoff, Andrew S. Liteplo

Bibliographic record

VenueJournal of Ultrasound in Medicine · 2021
Typeletter
Languageen
FieldMedicine
TopicUltrasound in Clinical Applications
Canadian institutionsUniversity of British ColumbiaCalgary General HospitalUniversity of AlbertaUniversity of Calgary
FundersNational Center for Advancing Translational Sciences
KeywordsMedicineCoronavirus disease 2019 (COVID-19)CoronavirusLung ultrasoundDiseaseSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)2019-20 coronavirus outbreakLungLung diseasePandemicIntensive care medicineBetacoronavirusUltrasoundPathologyInternal medicineRadiologyInfectious disease (medical specialty)Outbreak

Abstract

fetched live from OpenAlex

Journal of Ultrasound in MedicineVolume 40, Issue 12 p. 2785-2786 Letter to the Editor On Recommending Specific Lung Ultrasound Protocols in the Assessment of Medical Inpatients with Known or Suspected Coronavirus Disease-19 Reply Irene W. Y. Ma MD, PhD, RDMS, RDCS, Corresponding Author Irene W. Y. Ma MD, PhD, RDMS, RDCS [email protected] orcid.org/0000-0002-7580-0171 Division of General Internal Medicine, Department of Medicine, University of Calgary, Calgary, Alberta, Canada Division of Emergency Ultrasound, Department of Emergency Medicine, Massachusetts General Hospital, Boston, Harvard Medical School, Boston, Massachusetts, USA Address correspondence to Irene W. Y. Ma, MD, PhD, RDMS, RDCS, Division of General Internal Medicine, Department of Medicine, University of Calgary, 3330 Hospital Dr NW, Calgary, AB T2N 4N1, Canada. E-mail: [email protected]Search for more papers by this authorVicki E. Noble MD, FACEP, Vicki E. Noble MD, FACEP Department of Emergency Medicine, University Hospitals, Cleveland Medical Center, Case Western Reserve School of Medicine, Cleveland, Ohio, USASearch for more papers by this authorGregory Mints MD, Gregory Mints MD orcid.org/0000-0002-3013-2608 Section of Hospital Medicine, Division of General Internal Medicine, Department of Medicine, Weill Cornell Medical College, New York, New York, USASearch for more papers by this authorTanping Wong MD, Tanping Wong MD Section of Hospital Medicine, Division of General Internal Medicine, Department of Medicine, Weill Cornell Medical College, New York, New York, USASearch for more papers by this authorAna Claudia Tonelli MD, PhD, Ana Claudia Tonelli MD, PhD Department of General Internal Medicine, Hospital de Clinicas de Porto Alegre and Department of Medicine, Unisinos University, São Leopoldo, RS, BrazilSearch for more papers by this authorArif Hussain MD, FRCA, FCCP, Arif Hussain MD, FRCA, FCCP Division of Cardiac Critical Care, Department of Cardiac Sciences, King Abdulaziz Medical City, Riyadh, Saudi ArabiaSearch for more papers by this authorRachel B. Liu MD, Rachel B. Liu MD orcid.org/0000-0002-3997-0325 Section of Emergency Ultrasound, Department of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut, USASearch for more papers by this authorChristopher A. Hergott MD, Christopher A. Hergott MD Division of Respiratory Medicine, Department of Medicine, University of Calgary, Alberta, CanadaSearch for more papers by this authorElaine Dumoulin MD, Elaine Dumoulin MD Division of Respiratory Medicine, Department of Medicine, University of Calgary, Alberta, CanadaSearch for more papers by this authorAlex Chee MD, Alex Chee MD Division of Respiratory Medicine, Department of Medicine, University of Calgary, Alberta, CanadaSearch for more papers by this authorDaniel J. Miller MD, Daniel J. Miller MD Division of Respiratory Medicine, Department of Medicine, University of Calgary, Alberta, CanadaSearch for more papers by this authorBrandie Walker MD, PhD, Brandie Walker MD, PhD Division of Respiratory Medicine, Department of Medicine, University of Calgary, Alberta, CanadaSearch for more papers by this authorBrian Buchanan MD, Brian Buchanan MD Department of Critical Care, University of Alberta, Edmonton, Alberta, CanadaSearch for more papers by this authorMichael Wagner MD, Michael Wagner MD Division of Hospital Medicine, Department of Medicine, Prisma Health-Upstate, Greenville, South Carolina, USASearch for more papers by this authorShane Arishenkoff MD, Shane Arishenkoff MD Division of General Internal Medicine, Department of Medicine, University of British Columbia, Vancouver, British Columbia, CanadaSearch for more papers by this authorAndrew S. Liteplo MD, Andrew S. Liteplo MD Division of Emergency Ultrasound, Department of Emergency Medicine, Massachusetts General Hospital, Boston, Harvard Medical School, Boston, Massachusetts, USASearch for more papers by this author Irene W. Y. Ma MD, PhD, RDMS, RDCS, Corresponding Author Irene W. Y. Ma MD, PhD, RDMS, RDCS [email protected] orcid.org/0000-0002-7580-0171 Division of General Internal Medicine, Department of Medicine, University of Calgary, Calgary, Alberta, Canada Division of Emergency Ultrasound, Department of Emergency Medicine, Massachusetts General Hospital, Boston, Harvard Medical School, Boston, Massachusetts, USA Address correspondence to Irene W. Y. Ma, MD, PhD, RDMS, RDCS, Division of General Internal Medicine, Department of Medicine, University of Calgary, 3330 Hospital Dr NW, Calgary, AB T2N 4N1, Canada. E-mail: [email protected]Search for more papers by this authorVicki E. Noble MD, FACEP, Vicki E. Noble MD, FACEP Department of Emergency Medicine, University Hospitals, Cleveland Medical Center, Case Western Reserve School of Medicine, Cleveland, Ohio, USASearch for more papers by this authorGregory Mints MD, Gregory Mints MD orcid.org/0000-0002-3013-2608 Section of Hospital Medicine, Division of General Internal Medicine, Department of Medicine, Weill Cornell Medical College, New York, New York, USASearch for more papers by this authorTanping Wong MD, Tanping Wong MD Section of Hospital Medicine, Division of General Internal Medicine, Department of Medicine, Weill Cornell Medical College, New York, New York, USASearch for more papers by this authorAna Claudia Tonelli MD, PhD, Ana Claudia Tonelli MD, PhD Department of General Internal Medicine, Hospital de Clinicas de Porto Alegre and Department of Medicine, Unisinos University, São Leopoldo, RS, BrazilSearch for more papers by this authorArif Hussain MD, FRCA, FCCP, Arif Hussain MD, FRCA, FCCP Division of Cardiac Critical Care, Department of Cardiac Sciences, King Abdulaziz Medical City, Riyadh, Saudi ArabiaSearch for more papers by this authorRachel B. Liu MD, Rachel B. Liu MD orcid.org/0000-0002-3997-0325 Section of Emergency Ultrasound, Department of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut, USASearch for more papers by this authorChristopher A. Hergott MD, Christopher A. Hergott MD Division of Respiratory Medicine, Department of Medicine, University of Calgary, Alberta, CanadaSearch for more papers by this authorElaine Dumoulin MD, Elaine Dumoulin MD Division of Respiratory Medicine, Department of Medicine, University of Calgary, Alberta, CanadaSearch for more papers by this authorAlex Chee MD, Alex Chee MD Division of Respiratory Medicine, Department of Medicine, University of Calgary, Alberta, CanadaSearch for more papers by this authorDaniel J. Miller MD, Daniel J. Miller MD Division of Respiratory Medicine, Department of Medicine, University of Calgary, Alberta, CanadaSearch for more papers by this authorBrandie Walker MD, PhD, Brandie Walker MD, PhD Division of Respiratory Medicine, Department of Medicine, University of Calgary, Alberta, CanadaSearch for more papers by this authorBrian Buchanan MD, Brian Buchanan MD Department of Critical Care, University of Alberta, Edmonton, Alberta, CanadaSearch for more papers by this authorMichael Wagner MD, Michael Wagner MD Division of Hospital Medicine, Department of Medicine, Prisma Health-Upstate, Greenville, South Carolina, USASearch for more papers by this authorShane Arishenkoff MD, Shane Arishenkoff MD Division of General Internal Medicine, Department of Medicine, University of British Columbia, Vancouver, British Columbia, CanadaSearch for more papers by this authorAndrew S. Liteplo MD, Andrew S. Liteplo MD Division of Emergency Ultrasound, Department of Emergency Medicine, Massachusetts General Hospital, Boston, Harvard Medical School, Boston, Massachusetts, USASearch for more papers by this author First published: 08 February 2021 https://doi.org/10.1002/jum.15650Read the full textAboutPDF ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShare Give accessShare full text accessShare full-text accessPlease review our Terms and Conditions of Use and check box below to share full-text version of article.I have read and accept the Wiley Online Library Terms and Conditions of UseShareable LinkUse the link below to share a full-text version of this article with your friends and colleagues. Learn more.Copy URL Share a linkShare onEmailFacebookxLinkedInRedditWechat No abstract is available for this article. References 1Soldati G, Smargiassi A, Perrone T, et al. There is a validated acquisition protocol for lung ultrasonography in Covid-19 pneumonia. J Ultrasound Med 2020. 10.1002/jum.15284 Web of Science®Google Scholar 2Perrone T, Soldati G, Padovini L, et al. A new lung ultrasound protocol able to predict worsening in patients affected by severe acute respiratory syndrome coronavirus 2 pneumonia. J Ultrasound Med 2020. https://doi.org/10.1002/jum.15548 10.1002/jum.15548 Web of Science®Google Scholar 3Mento F, Perrone T, Macioce VN, et al. On the impact of different lung ultrasound imaging protocols in the evaluation of patients affected by coronavirus disease 2019. J Ultrasound Med 2020. https:/doi.org/10.1002/jum.15580 10.1002/jum.15580 Web of Science®Google Scholar 4Soldati G, Smargiassi A, Inchingolo R, et al. Proposal for international standardization of the use of lung ultrasound for COVID-19 patients; a simple, quantitative, reproducible method. J Ultrasound Med 2020; 39: 1413–1419. 10.1002/jum.15285 PubMedWeb of Science®Google Scholar 5Ma IWY, Hussain A, Wagner M, et al. Canadian Internal Medicine Ultrasound (CIMUS) expert consensus statement on the use of lung ultrasound for the assessment of medical inpatients with known or suspected coronavirus disease 2019. J Ultrasound Med 2020. https://doi.org/10.1002/jum.15571 10.1002/jum.15571 Web of Science®Google Scholar 6Ji L, Cao C, Gao Y, et al. Prognostic value of bedside lung ultrasound score in patients with COVID-19. Crit Care 2020; 24: 700. 10.1186/s13054-020-03416-1 PubMedWeb of Science®Google Scholar 7Vassalou EE, Karantanas AH, Antoniou KM. Proposed lung ultrasound protocol curing the COVID-19 outbreak. J Ultrasound Med 2020; 40(2): 397–399. 10.1002/jum.15402 PubMedWeb of Science®Google Scholar 8Millington SJ, Koenig S, Mayo P, Volpicelli G. Lung ultrasound for patients with coronavirus disease 2019 pulmonary disease. Chest 2021; 159: 205–211. 10.1016/j.chest.2020.08.2054 CASPubMedWeb of Science®Google Scholar 9Tung-Chen Y, Martí de Gracia M, Díez-Tascón A, et al. Correlation between chest computed tomography and lung ultrasonography in patients with coronavirus disease 2019 (COVID-19). Ultrasound Med Biol 2020; 46: 2918–2926. 10.1016/j.ultrasmedbio.2020.07.003 PubMedWeb of Science®Google Scholar 10Gargani L, Soliman-Aboumarie H, Volpicelli G, Corradi F, Pastore MC, Cameli M. Why, when, and how to use lung ultrasound during the COVID-19 pandemic: enthusiasm and caution. Eur Heart J Cardiovasc Imaging 2020; 21: 941–948. 10.1093/ehjci/jeaa163 PubMedWeb of Science®Google Scholar 11de Alencar JCG, Marchini JFM, Marino LO, et al. Lung ultrasound score predicts outcomes in COVID-19 patients admitted to the emergency department. Annals of Intensive Care. 2021; 11:6. https://doi.org/10.1186/s13613-020-00799-w. 10.1186/s13613-020-00799-w PubMedWeb of Science®Google Scholar 12Hussain A, Via G, Melniker L, et al. Multi-organ point-of-care ultrasound for COVID-19 (PoCUS4COVID): international expert consensus. Critic Care 2020; 24: 702. 10.1186/s13054-020-03369-5 PubMedWeb of Science®Google Scholar Volume40, Issue12December 2021Pages 2785-2786 ReferencesRelatedInformation

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.068
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.042
Threshold uncertainty score0.038

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.068
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0020.001
Science and technology studies0.0030.002
Scholarly communication0.0030.005
Open science0.0030.002
Research integrity0.0420.037
Insufficient payload (model declined to judge)0.0110.012

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.116
GPT teacher head0.449
Teacher spread0.333 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations1
Published2021
Admission routes2
Has abstractyes

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